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Yu MIAO's Projects

clinicalcodes icon clinicalcodes

An online clinical codes repository to improve validity and reproducability of medical database research

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hdps icon hdps

High dimensional propensity score algorithm in R

mitie icon mitie

MITIE: library and tools for information extraction

mlrecist icon mlrecist

mlRECIST is a machine learning classification algorithm that estimates RECIST using radiology text reports for retrospective research

rwetasks icon rwetasks

Functions for working with real world data (RWD) to develop real world evidence (RWE)

sas-clinical-trials-toolkit icon sas-clinical-trials-toolkit

SAS scripts for clinical trials applications including generating SDTM domains, ADaM datasets, and Define.xml files

sas-for-truven icon sas-for-truven

SAS syntax used to extract, clean and analysis data from Truven MarketScan Database

statsintro_python icon statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

transportability-workshop icon transportability-workshop

Transporting treatment effects from randomized trials to real-world populations, Karolinska Institutet, 16th Nov 21

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